{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2023:WI7KH3PU2UMGHUWVGY6X72PE6D","short_pith_number":"pith:WI7KH3PU","schema_version":"1.0","canonical_sha256":"b23ea3edf4d51863d2d5363d7fe9e4f0e1988eb9c8f71e8fffbb4b6ba08f6e59","source":{"kind":"arxiv","id":"2303.12299","version":1},"attestation_state":"computed","paper":{"title":"PICASO: Enhancing API Recommendations with Relevant Stack Overflow Posts","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"David Lo, Ferdian Thung, Ivana Clairine Irsan, Kisub Kim, Ting Zhang","submitted_at":"2023-03-22T04:10:39Z","abstract_excerpt":"While having options could be liberating, too many options could lead to the sub-optimal solution being chosen. This is not an exception in the software engineering domain. Nowadays, API has become imperative in making software developers' life easier. APIs help developers implement a function faster and more efficiently. However, given the large number of open-source libraries to choose from, choosing the right APIs is not a simple task. Previous studies on API recommendation leverage natural language (query) to identify which API would be suitable for the given task. However, these studies o"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2303.12299","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SE","submitted_at":"2023-03-22T04:10:39Z","cross_cats_sorted":[],"title_canon_sha256":"91795a3607e6d27ea49ba91674c60a9a987676aff22e9feb9fb89706a357b2cc","abstract_canon_sha256":"d20940b7e9a4b3d013174881bc2d8089db6d8ef94d1b913bc90d5d8b9d216d29"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T05:53:39.591589Z","signature_b64":"UTQ0B2LGJ6tvvP+SKsGL83nk8Hvb+ci1AUON2ACapw9xI7QjfNlZITaHCpRZrnAaxMLK600di7I4hJ/hxA8aAQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"b23ea3edf4d51863d2d5363d7fe9e4f0e1988eb9c8f71e8fffbb4b6ba08f6e59","last_reissued_at":"2026-07-05T05:53:39.591176Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T05:53:39.591176Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"PICASO: Enhancing API Recommendations with Relevant Stack Overflow Posts","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.SE","authors_text":"David Lo, Ferdian Thung, Ivana Clairine Irsan, Kisub Kim, Ting Zhang","submitted_at":"2023-03-22T04:10:39Z","abstract_excerpt":"While having options could be liberating, too many options could lead to the sub-optimal solution being chosen. This is not an exception in the software engineering domain. Nowadays, API has become imperative in making software developers' life easier. APIs help developers implement a function faster and more efficiently. However, given the large number of open-source libraries to choose from, choosing the right APIs is not a simple task. Previous studies on API recommendation leverage natural language (query) to identify which API would be suitable for the given task. However, these studies o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2303.12299","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2303.12299/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2303.12299","created_at":"2026-07-05T05:53:39.591232+00:00"},{"alias_kind":"arxiv_version","alias_value":"2303.12299v1","created_at":"2026-07-05T05:53:39.591232+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2303.12299","created_at":"2026-07-05T05:53:39.591232+00:00"},{"alias_kind":"pith_short_12","alias_value":"WI7KH3PU2UMG","created_at":"2026-07-05T05:53:39.591232+00:00"},{"alias_kind":"pith_short_16","alias_value":"WI7KH3PU2UMGHUWV","created_at":"2026-07-05T05:53:39.591232+00:00"},{"alias_kind":"pith_short_8","alias_value":"WI7KH3PU","created_at":"2026-07-05T05:53:39.591232+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D","json":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D.json","graph_json":"https://pith.science/api/pith-number/WI7KH3PU2UMGHUWVGY6X72PE6D/graph.json","events_json":"https://pith.science/api/pith-number/WI7KH3PU2UMGHUWVGY6X72PE6D/events.json","paper":"https://pith.science/paper/WI7KH3PU"},"agent_actions":{"view_html":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D","download_json":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D.json","view_paper":"https://pith.science/paper/WI7KH3PU","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2303.12299&json=true","fetch_graph":"https://pith.science/api/pith-number/WI7KH3PU2UMGHUWVGY6X72PE6D/graph.json","fetch_events":"https://pith.science/api/pith-number/WI7KH3PU2UMGHUWVGY6X72PE6D/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D/action/timestamp_anchor","attest_storage":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D/action/storage_attestation","attest_author":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D/action/author_attestation","sign_citation":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D/action/citation_signature","submit_replication":"https://pith.science/pith/WI7KH3PU2UMGHUWVGY6X72PE6D/action/replication_record"}},"created_at":"2026-07-05T05:53:39.591232+00:00","updated_at":"2026-07-05T05:53:39.591232+00:00"}